Skill Claude CodeCodex
Use when the user runs /genius-evolve or asks to run the EVOLVE engine on an already-prepared evolve-dir (initialprogram.py + frozen evaluator.py + frozen.lock).
AI4S multi-agent idea→breakthrough Claude Code plugin: Claude+Codex+Kimi debate to a quality-diversity research portfolio, with a gated OpenEvolve-on-ollama EVOLVE engine.
Skill Claude CodeCodex
Use when the user runs /genius-evolve or asks to run the EVOLVE engine on an already-prepared evolve-dir (initialprogram.py + frozen evaluator.py + frozen.lock).
Skill Claude CodeCodex
Use when the user runs /genius-focus or asks GENIUS to break a local sub-problem (a principle/formula/math/method) inside an EXISTING project. Auto-understands the project, surfaces candidate sub-problems, user picks one, then runs a scoped axioms-grounded debate (+gated EVOLVE).
Skill Claude CodeCodex
Use when the user runs /genius-understand or asks GENIUS to map/diagnose the current project. Runs the bundled understand workflow and presents the grounded map. Persists understand-map.md and understand-map.json to the runDir immediately after the workflow returns.
Skill Claude CodeCodex
Use when the user runs /genius or asks to run the GENIUS multi-agent idea→portfolio pipeline. Computes the run directory and launches the bundled debate-engine workflow.